Daniel MackinlayUNSW Sydney | UNSW · School of Mathematics and Statistics
Daniel Mackinlay
MSc
About
4
Publications
200
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19
Citations
Citations since 2017
Introduction
Additional affiliations
February 2014 - July 2015
January 2010 - February 2012
Publications
Publications (4)
We propose a unified rare-event estimator for the performance evaluation of wireless communication systems. The estimator is derived from the well-known multilevel splitting algorithm. In its original form, the splitting algorithm cannot be applied to the simulation and estimation of time-independent problems, because splitting requires an underlyi...
We present a new Monte Carlo methodology for the accurate estimation of the distribution of the sum of dependent log-normal random variables. The methodology delivers statistically unbiased estimators for three distributional quantities of significant interest: the left tail, or cumulative distribution function; the probability density function; an...
We propose a unified rare-event estimator for the performance evaluation of wireless communication systems. The estimator is derived from the well-known multilevel splitting algorithm. In its original form, the splitting algorithm cannot be applied to the simulation and estimation of time-independent problems, because splitting requires an underlyi...
Projects
Projects (2)
Extending the ability to do inference using very rare tail sets via generalised Gibbs sampling, for risk estimation and statistical problems that may be put into this framework. Current applications include wireless reliability and network transmission outage estimates.
synthesis and style transfer methods for audio using differentiable descriptors
